Betty van Aken
5 papers · 2018–2022 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Hot Topic Early Bird
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The Questioner
(2)
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Research topics
Keywords
clinical text
(2)
ensemble learning
(1)
text classification
(1)
self-supervised learning
(1)
toxic comment classification
(1)
text representation
(1)
bias detection
(1)
model behavior
(1)
deep learning
(1)
clinical outcome prediction
(1)
deep neural network
(1)
ensemble method
(1)
language model
(1)
interpretable model
(1)
behavioral testing
(1)
prototypical network
(1)
knowledge integration
(1)
error analysis
(1)
label-wise attention
(1)
medical language model
(1)
Papers
This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text
AACL 2022
What Do You See in this Patient? Behavioral Testing of Clinical NLP Models
NAACL 2022
Assertion Detection in Clinical Notes: Medical Language Models to the Rescue?
NAACL 2021
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration
EACL 2021
Challenges for Toxic Comment Classification: An In-Depth Error Analysis
EMNLP 2018